Pith Number

pith:YI72OG3O

pith:2019:YI72OG3OBIHGCF22JACA6TVHNS

not attested not anchored not stored refs pending

Efficient Exploration via State Marginal Matching

Benjamin Eysenbach, Emilio Parisotto, Eric Xing, Lisa Lee, Ruslan Salakhutdinov, Sergey Levine

arxiv:1906.05274 v3 · 2019-06-12 · cs.LG · cs.AI · cs.RO · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YI72OG3OBIHGCF22JACA6TVHNS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization

SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning

Receipt and verification

First computed	2026-07-05T00:44:25.890017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c23fa71b6e0a0e61175a48040f4ea76c93050eb96893610e6cdf42d817da27a6

Aliases

arxiv: 1906.05274 · arxiv_version: 1906.05274v3 · doi: 10.48550/arxiv.1906.05274 · pith_short_12: YI72OG3OBIHG · pith_short_16: YI72OG3OBIHGCF22 · pith_short_8: YI72OG3O

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YI72OG3OBIHGCF22JACA6TVHNS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c23fa71b6e0a0e61175a48040f4ea76c93050eb96893610e6cdf42d817da27a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01d8cf836588273a42ad3b4dd19e0b1f480b5096fb30dc81d15951e0ec42bbfe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T17:57:02Z",
    "title_canon_sha256": "fee6388979ece2453baf5a268b79ce7f3a63cf908eb36b3c08794dc2d391fcb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05274",
    "kind": "arxiv",
    "version": 3
  }
}